Pandas Profiling Report

Dataset statistics

Number of variables	33
Number of observations	279712
Missing cells	1286427
Missing cells (%)	13.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	363.5 MiB
Average record size in memory	1.3 KiB

Variable types

Numeric	19
Text	5
DateTime	1
Categorical	4
Boolean	4

Alerts

`listing_id` is highly overall correlated with `host_id`	High correlation
`host_id` is highly overall correlated with `listing_id`	High correlation
`host_response_rate` is highly overall correlated with `host_response_time`	High correlation
`latitude` is highly overall correlated with `city`	High correlation
`longitude` is highly overall correlated with `district` and 1 other fields	High correlation
`accommodates` is highly overall correlated with `bedrooms`	High correlation
`bedrooms` is highly overall correlated with `accommodates`	High correlation
`price` is highly overall correlated with `district`	High correlation
`review_scores_rating` is highly overall correlated with `review_scores_accuracy` and 2 other fields	High correlation
`review_scores_accuracy` is highly overall correlated with `review_scores_rating` and 3 other fields	High correlation
`review_scores_cleanliness` is highly overall correlated with `review_scores_rating` and 2 other fields	High correlation
`review_scores_checkin` is highly overall correlated with `review_scores_communication`	High correlation
`review_scores_communication` is highly overall correlated with `review_scores_accuracy` and 1 other fields	High correlation
`review_scores_value` is highly overall correlated with `review_scores_rating` and 2 other fields	High correlation
`host_response_time` is highly overall correlated with `host_response_rate`	High correlation
`district` is highly overall correlated with `longitude` and 2 other fields	High correlation
`city` is highly overall correlated with `latitude` and 2 other fields	High correlation
`host_has_profile_pic` is highly imbalanced (96.8%)	Imbalance
`host_response_time` has 128782 (46.0%) missing values	Missing
`host_response_rate` has 128782 (46.0%) missing values	Missing
`host_acceptance_rate` has 113087 (40.4%) missing values	Missing
`district` has 242700 (86.8%) missing values	Missing
`bedrooms` has 29435 (10.5%) missing values	Missing
`review_scores_rating` has 91405 (32.7%) missing values	Missing
`review_scores_accuracy` has 91713 (32.8%) missing values	Missing
`review_scores_cleanliness` has 91665 (32.8%) missing values	Missing
`review_scores_checkin` has 91771 (32.8%) missing values	Missing
`review_scores_communication` has 91687 (32.8%) missing values	Missing
`review_scores_location` has 91775 (32.8%) missing values	Missing
`review_scores_value` has 91785 (32.8%) missing values	Missing
`host_total_listings_count` is highly skewed (γ1 = 23.49009442)	Skewed
`price` is highly skewed (γ1 = 61.61617815)	Skewed
`minimum_nights` is highly skewed (γ1 = 123.1708696)	Skewed
`maximum_nights` is highly skewed (γ1 = 284.2206534)	Skewed
`listing_id` has unique values	Unique
`host_response_rate` has 10640 (3.8%) zeros	Zeros
`host_acceptance_rate` has 11431 (4.1%) zeros	Zeros
`host_total_listings_count` has 33265 (11.9%) zeros	Zeros

Reproduction

Analysis started	2023-10-14 09:18:23.434867
Analysis finished	2023-10-14 09:19:12.930235
Duration	49.5 seconds
Software version	ydata-profiling vv4.6.0
Download configuration	config.json

listing_id
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	279712
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26381955

Minimum	2577
Maximum	48343530
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	2577
5-th percentile	2600270.9
Q1	13844619
median	27670985
Q3	39784851
95-th percentile	46535077
Maximum	48343530
Range	48340953
Interquartile range (IQR)	25940232

Descriptive statistics

Standard deviation	14425759
Coefficient of variation (CV)	0.546804
Kurtosis	-1.2527201
Mean	26381955
Median Absolute Deviation (MAD)	12789516
Skewness	-0.1930976
Sum	7.3793495 × 10¹²
Variance	2.0810251 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
281420	1	< 0.1%
18186014	1	< 0.1%
40727670	1	< 0.1%
39400416	1	< 0.1%
34469158	1	< 0.1%
30879584	1	< 0.1%
21095360	1	< 0.1%
18967318	1	< 0.1%
15932792	1	< 0.1%
43542311	1	< 0.1%
Other values (279702)	279702	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2577	1	< 0.1%
2595	1	< 0.1%
2737	1	< 0.1%
2903	1	< 0.1%
3079	1	< 0.1%
3109	1	< 0.1%
3191	1	< 0.1%
3831	1	< 0.1%
5121	1	< 0.1%
5178	1	< 0.1%

Value	Count	Frequency (%)
48343530	1	< 0.1%
48339877	1	< 0.1%
48339041	1	< 0.1%
48339035	1	< 0.1%
48338892	1	< 0.1%
48338514	1	< 0.1%
48338475	1	< 0.1%
48338365	1	< 0.1%
48330766	1	< 0.1%
48330345	1	< 0.1%

name
Text

Distinct	265838
Distinct (%)	95.1%
Missing	175
Missing (%)	0.1%
Memory size	28.0 MiB

Length

Max length	255
Median length	180
Mean length	36.224214
Min length	1

Characters and Unicode

Total characters	10126008
Distinct characters	2661
Distinct categories	24 ?
Distinct scripts	15 ?
Distinct blocks	37 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	258704 ?
Unique (%)	92.5%

Sample

1st row	Beautiful Flat in le Village Montmartre, Paris
2nd row	39 m² Paris (Sacre Cœur)
3rd row	Lovely apartment with Terrace, 60m2
4th row	Cosy studio (close to Eiffel tower)
5th row	Close to Eiffel Tower - Beautiful flat : 2 rooms

Value	Count	Frequency (%)
	53434	3.2%
in	52229	3.2%
apartment	33633	2.0%
room	33255	2.0%
the	23452	1.4%
studio	21345	1.3%
with	17712	1.1%
2	16837	1.0%
paris	16166	1.0%
de	15984	1.0%
Other values (79848)	1361858	82.7%

Most occurring characters

Value	Count	Frequency (%)
	1380403	13.6%
e	785155	7.8%
a	745156	7.4%
o	624907	6.2%
t	572056	5.6%
r	520408	5.1%
i	512966	5.1%
n	503348	5.0%
l	292061	2.9%
s	291905	2.9%
Other values (2651)	3897643	38.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6831127	67.5%
Uppercase Letter	1385201	13.7%
Space Separator	1380575	13.6%
Decimal Number	173874	1.7%
Other Punctuation	162244	1.6%
Other Letter	97266	1.0%
Dash Punctuation	48999	0.5%
Close Punctuation	11959	0.1%
Open Punctuation	11140	0.1%
Math Symbol	10848	0.1%
Other values (14)	12775	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
房	2665	2.7%
中	1569	1.6%
市	1555	1.6%
人	1366	1.4%
公	1337	1.4%
地	1300	1.3%
大	1250	1.3%
寓	1233	1.3%
น	1154	1.2%
站	1048	1.1%
Other values (1933)	82789	85.1%

Other Symbol

Value	Count	Frequency (%)
★	2286	40.3%
☆	433	7.6%
♥	367	6.5%
☀	308	5.4%
°	272	4.8%
♡	98	1.7%
🌟	80	1.4%
⚡	79	1.4%
✨	77	1.4%
✪	44	0.8%
Other values (306)	1622	28.6%

Lowercase Letter

Value	Count	Frequency (%)
e	785155	11.5%
a	745156	10.9%
o	624907	9.1%
t	572056	8.4%
r	520408	7.6%
i	512966	7.5%
n	503348	7.4%
l	292061	4.3%
s	291905	4.3%
m	281495	4.1%
Other values (103)	1701670	24.9%

Uppercase Letter

Value	Count	Frequency (%)
A	123431	8.9%
C	120089	8.7%
S	119153	8.6%
B	104786	7.6%
R	94720	6.8%
P	83823	6.1%
T	83251	6.0%
E	74690	5.4%
M	69903	5.0%
L	67142	4.8%
Other values (76)	444213	32.1%

Other Punctuation

Value	Count	Frequency (%)
,	45847	28.3%
.	26777	16.5%
/	25532	15.7%
!	20765	12.8%
&	15085	9.3%
'	7075	4.4%
*	4204	2.6%
:	3941	2.4%
"	3570	2.2%
@	2985	1.8%
Other values (28)	6463	4.0%

Decimal Number

Value	Count	Frequency (%)
2	42734	24.6%
1	41307	23.8%
0	21869	12.6%
3	17965	10.3%
5	15174	8.7%
4	12789	7.4%
6	7244	4.2%
7	5697	3.3%
8	5049	2.9%
9	3998	2.3%
Other values (16)	48	< 0.1%

Math Symbol

Value	Count	Frequency (%)
+	6505	60.0%
\|	3015	27.8%
~	644	5.9%
>	204	1.9%
=	148	1.4%
<	129	1.2%
～	56	0.5%
｜	51	0.5%
→	19	0.2%
∙	14	0.1%
Other values (16)	63	0.6%

Other Number

Value	Count	Frequency (%)
²	1168	95.6%
①	7	0.6%
③	7	0.6%
②	6	0.5%
④	5	0.4%
⑤	5	0.4%
⑦	3	0.2%
⑥	3	0.2%
⑧	3	0.2%
½	2	0.2%
Other values (12)	13	1.1%

Nonspacing Mark

Value	Count	Frequency (%)
้	581	20.4%
์	418	14.6%
ี	344	12.1%
ั	338	11.8%
่	334	11.7%
ิ	333	11.7%
ุ	227	8.0%
ู	80	2.8%
ื	58	2.0%
︎	57	2.0%
Other values (10)	84	2.9%

Open Punctuation

Value	Count	Frequency (%)
(	10416	93.5%
[	354	3.2%
（	269	2.4%
「	26	0.2%
《	25	0.2%
『	20	0.2%
{	11	0.1%
〖	11	0.1%
［	6	0.1%
｛	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	10898	91.1%
】	385	3.2%
]	359	3.0%
）	263	2.2%
》	25	0.2%
}	13	0.1%
〗	11	0.1%
］	3	< 0.1%
〉	1	< 0.1%
｣	1	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅸ	1	11.1%
Ⅰ	1	11.1%
Ⅱ	1	11.1%
Ⅲ	1	11.1%
Ⅳ	1	11.1%
Ⅴ	1	11.1%
Ⅵ	1	11.1%
Ⅶ	1	11.1%
Ⅷ	1	11.1%

Modifier Symbol

Value	Count	Frequency (%)
^	96	38.9%
´	78	31.6%
¨	43	17.4%
`	22	8.9%
¸	2	0.8%
˙	2	0.8%
＾	2	0.8%
˚	2	0.8%

Currency Symbol

Value	Count	Frequency (%)
$	267	77.4%
€	38	11.0%
¤	34	9.9%
₺	3	0.9%
¢	1	0.3%
¥	1	0.3%
฿	1	0.3%

Dash Punctuation

Value	Count	Frequency (%)
-	48554	99.1%
–	288	0.6%
—	133	0.3%
︱	22	< 0.1%
‑	1	< 0.1%
―	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	1380403	> 99.9%
	125	< 0.1%
	24	< 0.1%
	23	< 0.1%

Initial Punctuation

Value	Count	Frequency (%)
“	181	68.0%
«	45	16.9%
‘	40	15.0%

Format

Value	Count	Frequency (%)
	145	94.2%
‬	8	5.2%
‭	1	0.6%

Final Punctuation

Value	Count	Frequency (%)
’	1286	96.6%
»	45	3.4%

Connector Punctuation

Value	Count	Frequency (%)
_	601	99.7%
‿	2	0.3%

Modifier Letter

Value	Count	Frequency (%)
ー	44	89.8%
ๆ	5	10.2%

Private Use

Value	Count	Frequency (%)
	1	50.0%
󰀄	1	50.0%

Enclosing Mark

Value	Count	Frequency (%)
⃣	21	100.0%

Control

Value	Count	Frequency (%)
	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8213877	81.1%
Common	1809492	17.9%
Han	81507	0.8%
Thai	13575	0.1%
Arabic	3822	< 0.1%
Cyrillic	2484	< 0.1%
Hangul	606	< 0.1%
Katakana	467	< 0.1%
Inherited	89	< 0.1%
Hiragana	35	< 0.1%
Other values (5)	54	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
房	2665	3.3%
中	1569	1.9%
市	1555	1.9%
人	1366	1.7%
公	1337	1.6%
地	1300	1.6%
大	1250	1.5%
寓	1233	1.5%
站	1048	1.3%
近	1016	1.2%
Other values (1587)	67168	82.4%

Common

Value	Count	Frequency (%)
	1380403	76.3%
-	48554	2.7%
,	45847	2.5%
2	42734	2.4%
1	41307	2.3%
.	26777	1.5%
/	25532	1.4%
0	21869	1.2%
!	20765	1.1%
3	17965	1.0%
Other values (464)	137739	7.6%

Hangul

Value	Count	Frequency (%)
스	26	4.3%
실	23	3.8%
리	20	3.3%
한	18	3.0%
하	17	2.8%
파	15	2.5%
가	15	2.5%
아	14	2.3%
트	13	2.1%
예	12	2.0%
Other values (170)	433	71.5%

Latin

Value	Count	Frequency (%)
e	785155	9.6%
a	745156	9.1%
o	624907	7.6%
t	572056	7.0%
r	520408	6.3%
i	512966	6.2%
n	503348	6.1%
l	292061	3.6%
s	291905	3.6%
m	281495	3.4%
Other values (125)	3084420	37.6%

Thai

Value	Count	Frequency (%)
น	1154	8.5%
า	977	7.2%
อ	879	6.5%
ร	793	5.8%
้	581	4.3%
เ	546	4.0%
ม	508	3.7%
ง	453	3.3%
ท	440	3.2%
ส	429	3.2%
Other values (56)	6815	50.2%

Katakana

Value	Count	Frequency (%)
ン	45	9.6%
ト	29	6.2%
ス	29	6.2%
ア	23	4.9%
リ	22	4.7%
ル	20	4.3%
ッ	18	3.9%
シ	15	3.2%
パ	15	3.2%
タ	14	3.0%
Other values (55)	237	50.7%

Cyrillic

Value	Count	Frequency (%)
а	290	11.7%
т	210	8.5%
о	186	7.5%
р	160	6.4%
н	157	6.3%
е	155	6.2%
и	142	5.7%
к	117	4.7%
м	117	4.7%
в	108	4.3%
Other values (46)	842	33.9%

Arabic

Value	Count	Frequency (%)
ا	547	14.3%
ل	354	9.3%
ي	310	8.1%
م	259	6.8%
ر	224	5.9%
و	211	5.5%
ة	195	5.1%
ب	182	4.8%
ق	178	4.7%
ن	175	4.6%
Other values (32)	1187	31.1%

Greek

Value	Count	Frequency (%)
ο	3	10.7%
ι	3	10.7%
τ	2	7.1%
α	2	7.1%
σ	2	7.1%
ω	2	7.1%
ϟ	2	7.1%
Ε	1	3.6%
Γ	1	3.6%
ά	1	3.6%
Other values (9)	9	32.1%

Hebrew

Value	Count	Frequency (%)
ש	4	21.1%
ב	3	15.8%
ר	3	15.8%
ת	3	15.8%
מ	2	10.5%
ו	2	10.5%
ע	1	5.3%
י	1	5.3%

Inherited

Value	Count	Frequency (%)
︎	57	64.0%
⃣	21	23.6%
ً	5	5.6%
̈	2	2.2%
͠	2	2.2%
̊	1	1.1%
͜	1	1.1%

Hiragana

Value	Count	Frequency (%)
ら	17	48.6%
る	6	17.1%
も	4	11.4%
を	3	8.6%
よ	2	5.7%
ん	2	5.7%
り	1	2.9%

Devanagari

Value	Count	Frequency (%)
क	2	66.7%
ष	1	33.3%

Unknown

Value	Count	Frequency (%)
	1	50.0%
󰀄	1	50.0%

Vai

Value	Count	Frequency (%)
ꕤ	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9972407	98.5%
CJK	81504	0.8%
None	43497	0.4%
Thai	13576	0.1%
Misc Symbols	3993	< 0.1%
Arabic	3829	< 0.1%
Punctuation	2551	< 0.1%
Cyrillic	2484	< 0.1%
Hangul	606	< 0.1%
Katakana	516	< 0.1%
Other values (27)	1045	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1380403	13.8%
e	785155	7.9%
a	745156	7.5%
o	624907	6.3%
t	572056	5.7%
r	520408	5.2%
i	512966	5.1%
n	503348	5.0%
l	292061	2.9%
s	291905	2.9%
Other values (86)	3744042	37.5%

None

Value	Count	Frequency (%)
è	7819	18.0%
ı	4664	10.7%
à	4207	9.7%
İ	2998	6.9%
ş	2950	6.8%
í	2654	6.1%
ü	2143	4.9%
，	1648	3.8%
ö	1474	3.4%
œ	1230	2.8%
Other values (301)	11710	26.9%

CJK

Value	Count	Frequency (%)
房	2665	3.3%
中	1569	1.9%
市	1555	1.9%
人	1366	1.7%
公	1337	1.6%
地	1300	1.6%
大	1250	1.5%
寓	1233	1.5%
站	1048	1.3%
近	1016	1.2%
Other values (1585)	67165	82.4%

Misc Symbols

Value	Count	Frequency (%)
★	2286	57.3%
☆	433	10.8%
♥	367	9.2%
☀	308	7.7%
♡	98	2.5%
⚡	79	2.0%
⛱	44	1.1%
☼	41	1.0%
⚜	38	1.0%
☑	34	0.9%
Other values (47)	265	6.6%

Punctuation

Value	Count	Frequency (%)
’	1286	50.4%
•	392	15.4%
–	288	11.3%
“	181	7.1%
	145	5.7%
—	133	5.2%
‘	40	1.6%
※	30	1.2%
	24	0.9%
…	13	0.5%
Other values (6)	19	0.7%

Thai

Value	Count	Frequency (%)
น	1154	8.5%
า	977	7.2%
อ	879	6.5%
ร	793	5.8%
้	581	4.3%
เ	546	4.0%
ม	508	3.7%
ง	453	3.3%
ท	440	3.2%
ส	429	3.2%
Other values (57)	6816	50.2%

Arabic

Value	Count	Frequency (%)
ا	547	14.3%
ل	354	9.2%
ي	310	8.1%
م	259	6.8%
ر	224	5.9%
و	211	5.5%
ة	195	5.1%
ب	182	4.8%
ق	178	4.6%
ن	175	4.6%
Other values (34)	1194	31.2%

Cyrillic

Value	Count	Frequency (%)
а	290	11.7%
т	210	8.5%
о	186	7.5%
р	160	6.4%
н	157	6.3%
е	155	6.2%
и	142	5.7%
к	117	4.7%
м	117	4.7%
в	108	4.3%
Other values (46)	842	33.9%

Dingbats

Value	Count	Frequency (%)
✨	77	17.1%
✪	44	9.8%
✔	36	8.0%
✰	34	7.5%
✧	25	5.5%
✭	20	4.4%
✈	18	4.0%
✩	18	4.0%
✶	16	3.5%
✮	14	3.1%
Other values (27)	149	33.0%

VS

Value	Count	Frequency (%)
︎	57	100.0%

Katakana

Value	Count	Frequency (%)
ン	45	8.7%
ー	44	8.5%
ト	29	5.6%
ス	29	5.6%
ア	23	4.5%
リ	22	4.3%
ル	20	3.9%
ッ	18	3.5%
シ	15	2.9%
パ	15	2.9%
Other values (56)	256	49.6%

Currency Symbols

Value	Count	Frequency (%)
€	38	92.7%
₺	3	7.3%

Box Drawing

Value	Count	Frequency (%)
│	30	75.0%
║	8	20.0%
╹	2	5.0%

Hangul

Value	Count	Frequency (%)
스	26	4.3%
실	23	3.8%
리	20	3.3%
한	18	3.0%
하	17	2.8%
파	15	2.5%
가	15	2.5%
아	14	2.3%
트	13	2.1%
예	12	2.0%
Other values (170)	433	71.5%

CJK Compat Forms

Value	Count	Frequency (%)
︱	22	100.0%

Geometric Shapes

Value	Count	Frequency (%)
■	20	29.0%
▪	11	15.9%
▶	8	11.6%
◇	5	7.2%
◾	4	5.8%
◎	4	5.8%
►	3	4.3%
◆	3	4.3%
◊	3	4.3%
◠	2	2.9%
Other values (4)	6	8.7%

Arrows

Value	Count	Frequency (%)
→	19	90.5%
↦	1	4.8%
↪	1	4.8%

CJK Compat

Value	Count	Frequency (%)
㎡	19	100.0%

Emoticons

Value	Count	Frequency (%)
😊	18	37.5%
😎	6	12.5%
😃	3	6.2%
😉	3	6.2%
😷	2	4.2%
😌	2	4.2%
🙂	2	4.2%
🙋	2	4.2%
😇	2	4.2%
🙌	2	4.2%
Other values (6)	6	12.5%

Hiragana

Value	Count	Frequency (%)
ら	17	48.6%
る	6	17.1%
も	4	11.4%
を	3	8.6%
よ	2	5.7%
ん	2	5.7%
り	1	2.9%

Math Operators

Value	Count	Frequency (%)
∙	14	25.5%
⋆	11	20.0%
≛	10	18.2%
≅	7	12.7%
∞	5	9.1%
⊹	3	5.5%
⋯	2	3.6%
≖	2	3.6%
⊙	1	1.8%

Enclosed Alphanum Sup

Value	Count	Frequency (%)
🅿	10	18.5%
🇲	10	18.5%
🇽	7	13.0%
🇷	6	11.1%
🇨	4	7.4%
🇦	3	5.6%
🇺	3	5.6%
🇫	3	5.6%
🇵	2	3.7%
🇧	1	1.9%
Other values (5)	5	9.3%

Block Elements

Value	Count	Frequency (%)
▀	8	57.1%
▄	6	42.9%

Enclosed Alphanum

Value	Count	Frequency (%)
①	7	13.2%
③	7	13.2%
②	6	11.3%
④	5	9.4%
⑤	5	9.4%
⑦	3	5.7%
⑥	3	5.7%
⑧	3	5.7%
Ⓜ	2	3.8%
⑨	2	3.8%
Other values (10)	10	18.9%

Hebrew

Value	Count	Frequency (%)
ש	4	21.1%
ב	3	15.8%
ר	3	15.8%
ת	3	15.8%
מ	2	10.5%
ו	2	10.5%
ע	1	5.3%
י	1	5.3%

IPA Ext

Value	Count	Frequency (%)
ə	3	75.0%
ʖ	1	25.0%

Specials

Value	Count	Frequency (%)
	3	75.0%
�	1	25.0%

CJK Ext A

Value	Count	Frequency (%)
䌫	2	66.7%
㕑	1	33.3%

Modifier Letters

Value	Count	Frequency (%)
˙	2	50.0%
˚	2	50.0%

Vai

Value	Count	Frequency (%)
ꕤ	2	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
℃	2	66.7%
™	1	33.3%

Diacriticals

Value	Count	Frequency (%)
̈	2	33.3%
͠	2	33.3%
̊	1	16.7%
͜	1	16.7%

Devanagari

Value	Count	Frequency (%)
क	2	66.7%
ष	1	33.3%

Latin Ext Additional

Value	Count	Frequency (%)
ệ	2	28.6%
ỡ	1	14.3%
ỉ	1	14.3%
ế	1	14.3%
ậ	1	14.3%
ấ	1	14.3%

PUA

Value	Count	Frequency (%)
	1	100.0%

Misc Technical

Value	Count	Frequency (%)
⌂	1	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅸ	1	11.1%
Ⅰ	1	11.1%
Ⅱ	1	11.1%
Ⅲ	1	11.1%
Ⅳ	1	11.1%
Ⅴ	1	11.1%
Ⅵ	1	11.1%
Ⅶ	1	11.1%
Ⅷ	1	11.1%

host_id
Real number (ℝ)

HIGH CORRELATION

Distinct	182024
Distinct (%)	65.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0816577 × 10⁸

Minimum	1822
Maximum	3.9018744 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	1822
5-th percentile	2350364.5
Q1	17206558
median	58269114
Q3	1.8328532 × 10⁸
95-th percentile	3.3745045 × 10⁸
Maximum	3.9018744 × 10⁸
Range	3.9018562 × 10⁸
Interquartile range (IQR)	1.6607876 × 10⁸

Descriptive statistics

Standard deviation	1.1085699 × 10⁸
Coefficient of variation (CV)	1.0248805
Kurtosis	-0.36243009
Mean	1.0816577 × 10⁸
Median Absolute Deviation (MAD)	51160362
Skewness	0.95538943
Sum	3.0255265 × 10¹³
Variance	1.2289273 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
291007369	627	0.2%
175128252	396	0.1%
7518056	378	0.1%
97240131	339	0.1%
371026651	295	0.1%
4584648	282	0.1%
107434423	255	0.1%
6053288	241	0.1%
2667370	236	0.1%
33889201	215	0.1%
Other values (182014)	276448	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1822	1	< 0.1%
1944	11	< 0.1%
2330	3	< 0.1%
2353	1	< 0.1%
2438	1	< 0.1%
2571	1	< 0.1%
2626	2	< 0.1%
2782	3	< 0.1%
2787	8	< 0.1%
2827	1	< 0.1%

Value	Count	Frequency (%)
390187445	1	< 0.1%
390178153	1	< 0.1%
390125111	1	< 0.1%
389953017	2	< 0.1%
389764135	1	< 0.1%
389750985	1	< 0.1%
389746841	1	< 0.1%
389724963	1	< 0.1%
389720737	1	< 0.1%
389716512	1	< 0.1%

host_since
Date

Distinct	4240
Distinct (%)	1.5%
Missing	165
Missing (%)	0.1%
Memory size	2.1 MiB

Minimum	2008-08-12 00:00:00
Maximum	2021-02-26 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

host_location
Text

Distinct	7159
Distinct (%)	2.6%
Missing	840
Missing (%)	0.3%
Memory size	22.1 MiB

Length

Max length	258
Median length	191
Mean length	24.890538
Min length	1

Characters and Unicode

Total characters	6941274
Distinct characters	169
Distinct categories	19 ?
Distinct scripts	2 ?
Distinct blocks	6 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3963 ?
Unique (%)	1.4%

Sample

1st row	Paris, Ile-de-France, France
2nd row	Paris, Ile-de-France, France
3rd row	Paris, Ile-de-France, France
4th row	Paris, Ile-de-France, France
5th row	Paris, Ile-de-France, France

Value	Count	Frequency (%)
new	79040	7.5%
france	53299	5.1%
york	53118	5.1%
ile-de-france	49675	4.7%
paris	47932	4.6%
mexico	41542	4.0%
south	40457	3.9%
de	37431	3.6%
rio	36580	3.5%
united	35230	3.4%
Other values (7429)	573065	54.7%

Most occurring characters

Value	Count	Frequency (%)
	768552	11.1%
e	668306	9.6%
a	563582	8.1%
,	424360	6.1%
r	379337	5.5%
i	368212	5.3%
o	356512	5.1%
n	336232	4.8%
t	318845	4.6%
l	223218	3.2%
Other values (159)	2534118	36.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4532612	65.3%
Uppercase Letter	1099481	15.8%
Space Separator	768574	11.1%
Other Punctuation	426588	6.1%
Dash Punctuation	106295	1.5%
Modifier Symbol	2726	< 0.1%
Decimal Number	1352	< 0.1%
Other Number	1035	< 0.1%
Other Symbol	601	< 0.1%
Currency Symbol	465	< 0.1%
Other values (9)	1545	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	668306	14.7%
a	563582	12.4%
r	379337	8.4%
i	368212	8.1%
o	356512	7.9%
n	336232	7.4%
t	318845	7.0%
l	223218	4.9%
s	201847	4.5%
c	174859	3.9%
Other values (35)	941662	20.8%

Uppercase Letter

Value	Count	Frequency (%)
F	117432	10.7%
S	113473	10.3%
I	105405	9.6%
N	84447	7.7%
R	79476	7.2%
C	64074	5.8%
T	60495	5.5%
A	55888	5.1%
P	55361	5.0%
Y	53536	4.9%
Other values (31)	309894	28.2%

Other Punctuation

Value	Count	Frequency (%)
,	424360	99.5%
'	613	0.1%
/	383	0.1%
.	321	0.1%
¶	244	0.1%
&	116	< 0.1%
‡	115	< 0.1%
§	80	< 0.1%
‰	70	< 0.1%
¡	69	< 0.1%
Other values (12)	217	0.1%

Decimal Number

Value	Count	Frequency (%)
1	255	18.9%
2	242	17.9%
0	240	17.8%
4	169	12.5%
5	134	9.9%
9	83	6.1%
6	80	5.9%
3	76	5.6%
8	38	2.8%
7	35	2.6%

Other Number

Value	Count	Frequency (%)
¼	607	58.6%
¹	257	24.8%
²	86	8.3%
¾	43	4.2%
½	29	2.8%
³	13	1.3%

Modifier Symbol

Value	Count	Frequency (%)
¸	1514	55.5%
´	867	31.8%
¨	226	8.3%
¯	111	4.1%
˜	8	0.3%

Other Symbol

Value	Count	Frequency (%)
™	238	39.6%
°	164	27.3%
¦	164	27.3%
®	31	5.2%
©	4	0.7%

Currency Symbol

Value	Count	Frequency (%)
£	138	29.7%
€	114	24.5%
¥	97	20.9%
¤	69	14.8%
¢	47	10.1%

Control

Value	Count	Frequency (%)
	109	48.2%
	51	22.6%
	24	10.6%
	22	9.7%
	20	8.8%

Math Symbol

Value	Count	Frequency (%)
±	321	96.1%
×	7	2.1%
¬	4	1.2%
+	2	0.6%

Initial Punctuation

Value	Count	Frequency (%)
«	73	50.0%
“	50	34.2%
‹	20	13.7%
‘	3	2.1%

Final Punctuation

Value	Count	Frequency (%)
›	45	38.5%
”	29	24.8%
’	29	24.8%
»	14	12.0%

Dash Punctuation

Value	Count	Frequency (%)
-	106186	99.9%
—	103	0.1%
–	6	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
„	77	50.0%
‚	42	27.3%
(	35	22.7%

Space Separator

Value	Count	Frequency (%)
	768552	> 99.9%
	22	< 0.1%

Other Letter

Value	Count	Frequency (%)
ª	48	64.0%
º	27	36.0%

Format

Value	Count	Frequency (%)
	403	100.0%

Modifier Letter

Value	Count	Frequency (%)
ˆ	50	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	40	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5632140	81.1%
Common	1309134	18.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	668306	11.9%
a	563582	10.0%
r	379337	6.7%
i	368212	6.5%
o	356512	6.3%
n	336232	6.0%
t	318845	5.7%
l	223218	4.0%
s	201847	3.6%
c	174859	3.1%
Other values (77)	2041190	36.2%

Common

Value	Count	Frequency (%)
	768552	58.7%
,	424360	32.4%
-	106186	8.1%
¸	1514	0.1%
´	867	0.1%
'	613	< 0.1%
¼	607	< 0.1%
	403	< 0.1%
/	383	< 0.1%
.	321	< 0.1%
Other values (72)	5328	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6924267	99.8%
None	15922	0.2%
Punctuation	675	< 0.1%
Letterlike Symbols	238	< 0.1%
Currency Symbols	114	< 0.1%
Modifier Letters	58	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	768552	11.1%
e	668306	9.7%
a	563582	8.1%
,	424360	6.1%
r	379337	5.5%
i	368212	5.3%
o	356512	5.1%
n	336232	4.9%
t	318845	4.6%
l	223218	3.2%
Other values (69)	2517111	36.4%

None

Value	Count	Frequency (%)
Ã	2379	14.9%
Ÿ	1694	10.6%
à	1557	9.8%
¸	1514	9.5%
Å	1416	8.9%
Ä	1197	7.5%
´	867	5.4%
¼	607	3.8%
ž	524	3.3%
	403	2.5%
Other values (61)	3764	23.6%

Letterlike Symbols

Value	Count	Frequency (%)
™	238	100.0%

Punctuation

Value	Count	Frequency (%)
‡	115	17.0%
—	103	15.3%
„	77	11.4%
‰	70	10.4%
•	59	8.7%
“	50	7.4%
›	45	6.7%
‚	42	6.2%
”	29	4.3%
’	29	4.3%
Other values (5)	56	8.3%

Currency Symbols

Value	Count	Frequency (%)
€	114	100.0%

Modifier Letters

Value	Count	Frequency (%)
ˆ	50	86.2%
˜	8	13.8%

host_response_time
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	128782
Missing (%)	46.0%
Memory size	14.3 MiB

within an hour	83464
within a few hours	28891
within a day	23425
a few days or more	15150

Length

Max length	18
Median length	14
Mean length	14.856781
Min length	12

Characters and Unicode

Total characters	2242334
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	within a few hours
2nd row	within a day
3rd row	within a day
4th row	within an hour
5th row	within a few hours

Common Values

Value	Count	Frequency (%)
within an hour	83464	29.8%
within a few hours	28891	10.3%
within a day	23425	8.4%
a few days or more	15150	5.4%
(Missing)	128782	46.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
within	135780	26.5%
an	83464	16.3%
hour	83464	16.3%
a	67466	13.2%
few	44041	8.6%
hours	28891	5.6%
day	23425	4.6%
days	15150	3.0%
or	15150	3.0%
more	15150	3.0%

Most occurring characters

Value	Count	Frequency (%)
	361051	16.1%
i	271560	12.1%
h	248135	11.1%
n	219244	9.8%
a	189505	8.5%
w	179821	8.0%
o	142655	6.4%
r	142655	6.4%
t	135780	6.1%
u	112355	5.0%
Other values (6)	239573	10.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1881283	83.9%
Space Separator	361051	16.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	271560	14.4%
h	248135	13.2%
n	219244	11.7%
a	189505	10.1%
w	179821	9.6%
o	142655	7.6%
r	142655	7.6%
t	135780	7.2%
u	112355	6.0%
e	59191	3.1%
Other values (5)	180382	9.6%

Space Separator

Value	Count	Frequency (%)
	361051	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1881283	83.9%
Common	361051	16.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	271560	14.4%
h	248135	13.2%
n	219244	11.7%
a	189505	10.1%
w	179821	9.6%
o	142655	7.6%
r	142655	7.6%
t	135780	7.2%
u	112355	6.0%
e	59191	3.1%
Other values (5)	180382	9.6%

Common

Value	Count	Frequency (%)
	361051	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2242334	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	361051	16.1%
i	271560	12.1%
h	248135	11.1%
n	219244	9.8%
a	189505	8.5%
w	179821	8.0%
o	142655	6.4%
r	142655	6.4%
t	135780	6.1%
u	112355	5.0%
Other values (6)	239573	10.7%

host_response_rate
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	91
Distinct (%)	0.1%
Missing	128782
Missing (%)	46.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.86593865

Minimum	0
Maximum	1
Zeros	10640
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.9
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.28374432
Coefficient of variation (CV)	0.32767254
Kurtosis	3.8326885
Mean	0.86593865
Median Absolute Deviation (MAD)	0
Skewness	-2.2684885
Sum	130696.12
Variance	0.080510838
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	99334	35.5%
0	10640	3.8%
0.9	4982	1.8%
0.5	3639	1.3%
0.8	3085	1.1%
0.99	2294	0.8%
0.67	1901	0.7%
0.98	1708	0.6%
0.95	1633	0.6%
0.97	1471	0.5%
Other values (81)	20243	7.2%
(Missing)	128782	46.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10640	3.8%
0.01	1	< 0.1%
0.03	4	< 0.1%
0.04	5	< 0.1%
0.05	4	< 0.1%
0.06	5	< 0.1%
0.07	5	< 0.1%
0.08	20	< 0.1%
0.09	6	< 0.1%
0.1	330	0.1%

Value	Count	Frequency (%)
1	99334	35.5%
0.99	2294	0.8%
0.98	1708	0.6%
0.97	1471	0.5%
0.96	1207	0.4%
0.95	1633	0.6%
0.94	1289	0.5%
0.93	1263	0.5%
0.92	1015	0.4%
0.91	559	0.2%

host_acceptance_rate
Real number (ℝ)

MISSING ZEROS

Distinct	101
Distinct (%)	0.1%
Missing	113087
Missing (%)	40.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.82716843

Minimum	0
Maximum	1
Zeros	11431
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.78
median	0.98
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.22

Descriptive statistics

Standard deviation	0.28920249
Coefficient of variation (CV)	0.34962951
Kurtosis	2.3543611
Mean	0.82716843
Median Absolute Deviation (MAD)	0.02
Skewness	-1.8638254
Sum	137826.94
Variance	0.083638083
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	75555	27.0%
0	11431	4.1%
0.99	7227	2.6%
0.5	5445	1.9%
0.98	5085	1.8%
0.97	4523	1.6%
0.67	3702	1.3%
0.94	3642	1.3%
0.96	3287	1.2%
0.75	3009	1.1%
Other values (91)	43719	15.6%
(Missing)	113087	40.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11431	4.1%
0.01	25	< 0.1%
0.02	14	< 0.1%
0.03	34	< 0.1%
0.04	49	< 0.1%
0.05	28	< 0.1%
0.06	32	< 0.1%
0.07	66	< 0.1%
0.08	36	< 0.1%
0.09	37	< 0.1%

Value	Count	Frequency (%)
1	75555	27.0%
0.99	7227	2.6%
0.98	5085	1.8%
0.97	4523	1.6%
0.96	3287	1.2%
0.95	2419	0.9%
0.94	3642	1.3%
0.93	2532	0.9%
0.92	2333	0.8%
0.91	1806	0.6%

host_is_superhost
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	165
Missing (%)	0.1%
Memory size	546.4 KiB

False	229294
True	50253
(Missing)	165

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	229294	82.0%
True	50253	18.0%
(Missing)	165	0.1%

host_total_listings_count
Real number (ℝ)

SKEWED ZEROS

Distinct	206
Distinct (%)	0.1%
Missing	165
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	24.581612

Minimum	0
Maximum	7235
Zeros	33265
Zeros (%)	11.9%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	4
95-th percentile	43
Maximum	7235
Range	7235
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	284.04114
Coefficient of variation (CV)	11.555025
Kurtosis	586.30572
Mean	24.581612
Median Absolute Deviation (MAD)	1
Skewness	23.490094
Sum	6871716
Variance	80679.371
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	117559	42.0%
2	35778	12.8%
0	33265	11.9%
3	17230	6.2%
4	11216	4.0%
5	7993	2.9%
6	5880	2.1%
7	4666	1.7%
8	3895	1.4%
9	2978	1.1%
Other values (196)	39087	14.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33265	11.9%
1	117559	42.0%
2	35778	12.8%
3	17230	6.2%
4	11216	4.0%
5	7993	2.9%
6	5880	2.1%
7	4666	1.7%
8	3895	1.4%
9	2978	1.1%

Value	Count	Frequency (%)
7235	349	0.1%
7218	43	< 0.1%
7211	4	< 0.1%
2739	13	< 0.1%
1827	5	< 0.1%
1813	66	< 0.1%
1515	6	< 0.1%
1507	13	< 0.1%
1449	7	< 0.1%
1360	1	< 0.1%

host_has_profile_pic
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	165
Missing (%)	0.1%
Memory size	546.4 KiB

True	278631
False	916
(Missing)	165

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	278631	99.6%
False	916	0.3%
(Missing)	165	0.1%

host_identity_verified
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	165
Missing (%)	0.1%
Memory size	546.4 KiB

True	201191
False	78356
(Missing)	165

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	201191	71.9%
False	78356	28.0%
(Missing)	165	0.1%

neighbourhood
Text

Distinct	660
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	18.1 MiB

Length

Max length	26
Median length	22
Mean length	10.677944
Min length	3

Characters and Unicode

Total characters	2986749
Distinct characters	70
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	29 ?
Unique (%)	< 0.1%

Sample

1st row	Buttes-Montmartre
2nd row	Buttes-Montmartre
3rd row	Elysee
4th row	Vaugirard
5th row	Passy

Value	Count	Frequency (%)
ward	19086	4.5%
centro	15647	3.7%
i	14874	3.5%
storico	14874	3.5%
sydney	9262	2.2%
copacabana	7712	1.8%
cuauhtemoc	7626	1.8%
buttes-montmartre	7237	1.7%
beyoglu	6674	1.6%
popincourt	6206	1.5%
Other values (785)	311025	74.0%

Most occurring characters

Value	Count	Frequency (%)
a	299742	10.0%
e	232597	7.8%
o	211934	7.1%
t	190719	6.4%
n	186991	6.3%
r	186835	6.3%
i	163423	5.5%
	140511	4.7%
l	118846	4.0%
u	110759	3.7%
Other values (60)	1144392	38.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2306174	77.2%
Uppercase Letter	453954	15.2%
Space Separator	140511	4.7%
Decimal Number	42121	1.4%
Dash Punctuation	33951	1.1%
Other Punctuation	9752	0.3%
Open Punctuation	143	< 0.1%
Close Punctuation	143	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	299742	13.0%
e	232597	10.1%
o	211934	9.2%
t	190719	8.3%
n	186991	8.1%
r	186835	8.1%
i	163423	7.1%
l	118846	5.2%
u	110759	4.8%
s	92442	4.0%
Other values (16)	511886	22.2%

Uppercase Letter

Value	Count	Frequency (%)
C	52253	11.5%
S	50157	11.0%
B	49706	10.9%
I	41192	9.1%
W	36867	8.1%
M	32467	7.2%
P	25179	5.5%
V	19928	4.4%
H	16904	3.7%
T	16797	3.7%
Other values (16)	112504	24.8%

Decimal Number

Value	Count	Frequency (%)
1	10661	25.3%
5	9094	21.6%
7	5290	12.6%
4	5226	12.4%
6	3172	7.5%
2	2292	5.4%
3	2287	5.4%
0	1843	4.4%
8	1167	2.8%
9	1089	2.6%

Other Punctuation

Value	Count	Frequency (%)
/	6820	69.9%
'	1510	15.5%
&	930	9.5%
.	492	5.0%

Space Separator

Value	Count	Frequency (%)
	140511	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	33951	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	143	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	143	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2760128	92.4%
Common	226621	7.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	299742	10.9%
e	232597	8.4%
o	211934	7.7%
t	190719	6.9%
n	186991	6.8%
r	186835	6.8%
i	163423	5.9%
l	118846	4.3%
u	110759	4.0%
s	92442	3.3%
Other values (42)	965840	35.0%

Common

Value	Count	Frequency (%)
	140511	62.0%
-	33951	15.0%
1	10661	4.7%
5	9094	4.0%
/	6820	3.0%
7	5290	2.3%
4	5226	2.3%
6	3172	1.4%
2	2292	1.0%
3	2287	1.0%
Other values (8)	7317	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2986749	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	299742	10.0%
e	232597	7.8%
o	211934	7.1%
t	190719	6.4%
n	186991	6.3%
r	186835	6.3%
i	163423	5.5%
	140511	4.7%
l	118846	4.0%
u	110759	3.7%
Other values (60)	1144392	38.3%

district
Categorical

HIGH CORRELATION MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	242700
Missing (%)	86.8%
Memory size	9.7 MiB

Manhattan	16553
Brooklyn	14474
Queens	4704
Bronx	992
Staten Island	289

Length

Max length	13
Median length	9
Mean length	8.1516805
Min length	5

Characters and Unicode

Total characters	301710
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Manhattan
2nd row	Manhattan
3rd row	Brooklyn
4th row	Manhattan
5th row	Manhattan

Common Values

Value	Count	Frequency (%)
Manhattan	16553	5.9%
Brooklyn	14474	5.2%
Queens	4704	1.7%
Bronx	992	0.4%
Staten Island	289	0.1%
(Missing)	242700	86.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
manhattan	16553	44.4%
brooklyn	14474	38.8%
queens	4704	12.6%
bronx	992	2.7%
staten	289	0.8%
island	289	0.8%

Most occurring characters

Value	Count	Frequency (%)
n	53854	17.8%
a	50237	16.7%
t	33684	11.2%
o	29940	9.9%
M	16553	5.5%
h	16553	5.5%
B	15466	5.1%
r	15466	5.1%
l	14763	4.9%
y	14474	4.8%
Other values (10)	40720	13.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	264120	87.5%
Uppercase Letter	37301	12.4%
Space Separator	289	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	53854	20.4%
a	50237	19.0%
t	33684	12.8%
o	29940	11.3%
h	16553	6.3%
r	15466	5.9%
l	14763	5.6%
y	14474	5.5%
k	14474	5.5%
e	9697	3.7%
Other values (4)	10978	4.2%

Uppercase Letter

Value	Count	Frequency (%)
M	16553	44.4%
B	15466	41.5%
Q	4704	12.6%
S	289	0.8%
I	289	0.8%

Space Separator

Value	Count	Frequency (%)
	289	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	301421	99.9%
Common	289	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	53854	17.9%
a	50237	16.7%
t	33684	11.2%
o	29940	9.9%
M	16553	5.5%
h	16553	5.5%
B	15466	5.1%
r	15466	5.1%
l	14763	4.9%
y	14474	4.8%
Other values (9)	40431	13.4%

Common

Value	Count	Frequency (%)
	289	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	301710	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	53854	17.8%
a	50237	16.7%
t	33684	11.2%
o	29940	9.9%
M	16553	5.5%
h	16553	5.5%
B	15466	5.1%
r	15466	5.1%
l	14763	4.9%
y	14474	4.8%
Other values (10)	40720	13.5%

city
Categorical

HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	17.2 MiB

Paris	64690
New York	37012
Sydney	33630
Rome	27647
Rio de Janeiro	26615
Other values (5)	90118

Length

Max length	14
Median length	9
Mean length	7.4808196
Min length	4

Characters and Unicode

Total characters	2092475
Distinct characters	34
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Paris
2nd row	Paris
3rd row	Paris
4th row	Paris
5th row	Paris

Common Values

Value	Count	Frequency (%)
Paris	64690	23.1%
New York	37012	13.2%
Sydney	33630	12.0%
Rome	27647	9.9%
Rio de Janeiro	26615	9.5%
Istanbul	24519	8.8%
Mexico City	20065	7.2%
Bangkok	19361	6.9%
Cape Town	19086	6.8%
Hong Kong	7087	2.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
paris	64690	15.5%
new	37012	8.9%
york	37012	8.9%
sydney	33630	8.1%
rome	27647	6.6%
rio	26615	6.4%
de	26615	6.4%
janeiro	26615	6.4%
istanbul	24519	5.9%
mexico	20065	4.8%
Other values (6)	91772	22.1%

Most occurring characters

Value	Count	Frequency (%)
e	190670	9.1%
o	190575	9.1%
i	158050	7.6%
a	154271	7.4%
n	137385	6.6%
	136480	6.5%
r	128317	6.1%
s	89209	4.3%
y	87325	4.2%
k	75734	3.6%
Other values (24)	744459	35.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1566418	74.9%
Uppercase Letter	389577	18.6%
Space Separator	136480	6.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	190670	12.2%
o	190575	12.2%
i	158050	10.1%
a	154271	9.8%
n	137385	8.8%
r	128317	8.2%
s	89209	5.7%
y	87325	5.6%
k	75734	4.8%
d	60245	3.8%
Other values (10)	294637	18.8%

Uppercase Letter

Value	Count	Frequency (%)
P	64690	16.6%
R	54262	13.9%
C	39151	10.0%
Y	37012	9.5%
N	37012	9.5%
S	33630	8.6%
J	26615	6.8%
I	24519	6.3%
M	20065	5.2%
B	19361	5.0%
Other values (3)	33260	8.5%

Space Separator

Value	Count	Frequency (%)
	136480	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1955995	93.5%
Common	136480	6.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	190670	9.7%
o	190575	9.7%
i	158050	8.1%
a	154271	7.9%
n	137385	7.0%
r	128317	6.6%
s	89209	4.6%
y	87325	4.5%
k	75734	3.9%
P	64690	3.3%
Other values (23)	679769	34.8%

Common

Value	Count	Frequency (%)
	136480	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2092475	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	190670	9.1%
o	190575	9.1%
i	158050	7.6%
a	154271	7.4%
n	137385	6.6%
	136480	6.5%
r	128317	6.1%
s	89209	4.3%
y	87325	4.2%
k	75734	3.6%
Other values (24)	744459	35.6%

latitude
Real number (ℝ)

HIGH CORRELATION

Distinct	103503
Distinct (%)	37.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.761862

Minimum	-34.2644
Maximum	48.90491
Zeros	0
Zeros (%)	0.0%
Negative	79331
Negative (%)	28.4%
Memory size	2.1 MiB

Quantile statistics

Minimum	-34.2644
5-th percentile	-33.92723
Q1	-22.96439
median	40.710785
Q3	41.90861
95-th percentile	48.881385
Maximum	48.90491
Range	83.16931
Interquartile range (IQR)	64.873

Descriptive statistics

Standard deviation	32.560343
Coefficient of variation (CV)	1.7354537
Kurtosis	-1.2130863
Mean	18.761862
Median Absolute Deviation (MAD)	8.17056
Skewness	-0.71093045
Sum	5247917.9
Variance	1060.176
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.74361	61	< 0.1%
48.85663	42	< 0.1%
22.31681	38	< 0.1%
40.76411	38	< 0.1%
48.8793	33	< 0.1%
48.86511	33	< 0.1%
48.86585	33	< 0.1%
48.87887	31	< 0.1%
41.03161	30	< 0.1%
48.8639	30	< 0.1%
Other values (103493)	279343	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-34.2644	1	< 0.1%
-34.25267	1	< 0.1%
-34.24686	1	< 0.1%
-34.24438	1	< 0.1%
-34.2403	1	< 0.1%
-34.2395	1	< 0.1%
-34.23866	1	< 0.1%
-34.23729	1	< 0.1%
-34.2224	1	< 0.1%
-34.22208	1	< 0.1%

Value	Count	Frequency (%)
48.90491	1	< 0.1%
48.90472	1	< 0.1%
48.90425	1	< 0.1%
48.90422	1	< 0.1%
48.9035	1	< 0.1%
48.90344	1	< 0.1%
48.90297	1	< 0.1%
48.90291	1	< 0.1%
48.90233	1	< 0.1%
48.90216	1	< 0.1%

longitude
Real number (ℝ)

HIGH CORRELATION

Distinct	118021
Distinct (%)	42.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.595075

Minimum	-99.33963
Maximum	151.33981
Zeros	0
Zeros (%)	0.0%
Negative	83692
Negative (%)	29.9%
Memory size	2.1 MiB

Quantile statistics

Minimum	-99.33963
5-th percentile	-99.15688
Q1	-43.19804
median	2.38278
Q3	28.98673
95-th percentile	151.22784
Maximum	151.33981
Range	250.67944
Interquartile range (IQR)	72.18477

Descriptive statistics

Standard deviation	73.081309
Coefficient of variation (CV)	5.8023717
Kurtosis	-0.51914402
Mean	12.595075
Median Absolute Deviation (MAD)	45.56295
Skewness	0.49055343
Sum	3522993.7
Variance	5340.8778
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-73.97249	68	< 0.1%
114.16968	42	< 0.1%
-73.99371	39	< 0.1%
-73.98611	33	< 0.1%
2.28526	28	< 0.1%
114.16859	27	< 0.1%
151.20961	25	< 0.1%
28.9773	25	< 0.1%
2.32572	25	< 0.1%
2.37888	25	< 0.1%
Other values (118011)	279375	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-99.33963	1	< 0.1%
-99.33931	1	< 0.1%
-99.33869	1	< 0.1%
-99.33621	1	< 0.1%
-99.32671	1	< 0.1%
-99.32409	1	< 0.1%
-99.32114	1	< 0.1%
-99.31947	1	< 0.1%
-99.3179	1	< 0.1%
-99.31142	1	< 0.1%

Value	Count	Frequency (%)
151.33981	1	< 0.1%
151.33977	1	< 0.1%
151.33973	1	< 0.1%
151.33923	1	< 0.1%
151.3392	1	< 0.1%
151.339	1	< 0.1%
151.33899	1	< 0.1%
151.33898	1	< 0.1%
151.33894	1	< 0.1%
151.33878	1	< 0.1%

property_type
Text

Distinct	144
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.2 MiB

Length

Max length	34
Median length	16
Mean length	18.755227
Min length	3

Characters and Unicode

Total characters	5246062
Distinct characters	42
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	< 0.1%

Sample

1st row	Entire apartment
2nd row	Entire apartment
3rd row	Entire apartment
4th row	Entire apartment
5th row	Entire apartment

Value	Count	Frequency (%)
apartment	195172	25.4%
entire	180607	23.5%
room	98419	12.8%
in	97949	12.7%
private	80560	10.5%
house	27798	3.6%
condominium	15911	2.1%
hotel	9024	1.2%
serviced	6433	0.8%
boutique	5808	0.8%
Other values (60)	51834	6.7%

Most occurring characters

Value	Count	Frequency (%)
t	700691	13.4%
r	560935	10.7%
e	551172	10.5%
n	517623	9.9%
a	500157	9.5%
	489803	9.3%
i	409781	7.8%
m	325786	6.2%
o	295824	5.6%
p	197195	3.8%
Other values (32)	697095	13.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4476298	85.3%
Space Separator	489803	9.3%
Uppercase Letter	279822	5.3%
Other Punctuation	136	< 0.1%
Dash Punctuation	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	700691	15.7%
r	560935	12.5%
e	551172	12.3%
n	517623	11.6%
a	500157	11.2%
i	409781	9.2%
m	325786	7.3%
o	295824	6.6%
p	197195	4.4%
v	89116	2.0%
Other values (14)	328018	7.3%

Uppercase Letter

Value	Count	Frequency (%)
E	180638	64.6%
P	80563	28.8%
R	13052	4.7%
S	4862	1.7%
T	308	0.1%
C	119	< 0.1%
B	81	< 0.1%
F	80	< 0.1%
V	55	< 0.1%
H	22	< 0.1%
Other values (5)	42	< 0.1%

Space Separator

Value	Count	Frequency (%)
	489803	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	136	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4756120	90.7%
Common	489942	9.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	700691	14.7%
r	560935	11.8%
e	551172	11.6%
n	517623	10.9%
a	500157	10.5%
i	409781	8.6%
m	325786	6.8%
o	295824	6.2%
p	197195	4.1%
E	180638	3.8%
Other values (29)	516318	10.9%

Common

Value	Count	Frequency (%)
	489803	> 99.9%
/	136	< 0.1%
-	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5246062	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	700691	13.4%
r	560935	10.7%
e	551172	10.5%
n	517623	9.9%
a	500157	9.5%
	489803	9.3%
i	409781	7.8%
m	325786	6.2%
o	295824	5.6%
p	197195	3.8%
Other values (32)	697095	13.3%

room_type
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 MiB

Entire place	182005
Private room	86988
Hotel room	5857
Shared room	4862

Length

Max length	12
Median length	12
Mean length	11.940739
Min length	10

Characters and Unicode

Total characters	3339968
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Entire place
2nd row	Entire place
3rd row	Entire place
4th row	Entire place
5th row	Entire place

Common Values

Value	Count	Frequency (%)
Entire place	182005	65.1%
Private room	86988	31.1%
Hotel room	5857	2.1%
Shared room	4862	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
entire	182005	32.5%
place	182005	32.5%
room	97707	17.5%
private	86988	15.5%
hotel	5857	1.0%
shared	4862	0.9%

Most occurring characters

Value	Count	Frequency (%)
e	461717	13.8%
r	371562	11.1%
	279712	8.4%
t	274850	8.2%
a	273855	8.2%
i	268993	8.1%
o	201271	6.0%
l	187862	5.6%
c	182005	5.4%
E	182005	5.4%
Other values (9)	656136	19.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2780544	83.3%
Space Separator	279712	8.4%
Uppercase Letter	279712	8.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	461717	16.6%
r	371562	13.4%
t	274850	9.9%
a	273855	9.8%
i	268993	9.7%
o	201271	7.2%
l	187862	6.8%
c	182005	6.5%
n	182005	6.5%
p	182005	6.5%
Other values (4)	194419	7.0%

Uppercase Letter

Value	Count	Frequency (%)
E	182005	65.1%
P	86988	31.1%
H	5857	2.1%
S	4862	1.7%

Space Separator

Value	Count	Frequency (%)
	279712	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3060256	91.6%
Common	279712	8.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	461717	15.1%
r	371562	12.1%
t	274850	9.0%
a	273855	8.9%
i	268993	8.8%
o	201271	6.6%
l	187862	6.1%
c	182005	5.9%
E	182005	5.9%
n	182005	5.9%
Other values (8)	474131	15.5%

Common

Value	Count	Frequency (%)
	279712	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3339968	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	461717	13.8%
r	371562	11.1%
	279712	8.4%
t	274850	8.2%
a	273855	8.2%
i	268993	8.1%
o	201271	6.0%
l	187862	5.6%
c	182005	5.4%
E	182005	5.4%
Other values (9)	656136	19.6%

accommodates
Real number (ℝ)

HIGH CORRELATION

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2887363

Minimum	0
Maximum	16
Zeros	85
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	2
Q3	4
95-th percentile	7
Maximum	16
Range	16
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1333785
Coefficient of variation (CV)	0.6486925
Kurtosis	7.4441247
Mean	3.2887363
Median Absolute Deviation (MAD)	1
Skewness	2.1976089
Sum	919899
Variance	4.551304
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
2	118332	42.3%
4	57260	20.5%
3	27936	10.0%
1	25813	9.2%
6	19455	7.0%
5	13527	4.8%
8	6514	2.3%
7	3697	1.3%
10	2630	0.9%
16	1162	0.4%
Other values (7)	3386	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	85	< 0.1%
1	25813	9.2%
2	118332	42.3%
3	27936	10.0%
4	57260	20.5%
5	13527	4.8%
6	19455	7.0%
7	3697	1.3%
8	6514	2.3%
9	1140	0.4%

Value	Count	Frequency (%)
16	1162	0.4%
15	214	0.1%
14	331	0.1%
13	197	0.1%
12	1052	0.4%
11	367	0.1%
10	2630	0.9%
9	1140	0.4%
8	6514	2.3%
7	3697	1.3%

bedrooms
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	39
Distinct (%)	< 0.1%
Missing	29435
Missing (%)	10.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.5155088

Minimum	1
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	50
Range	49
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.1530795
Coefficient of variation (CV)	0.76085305
Kurtosis	428.89304
Mean	1.5155088
Median Absolute Deviation (MAD)	0
Skewness	13.213384
Sum	379297
Variance	1.3295923
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
1	170163	60.8%
2	51382	18.4%
3	18525	6.6%
4	6579	2.4%
5	2106	0.8%
6	701	0.3%
7	246	0.1%
10	150	0.1%
8	124	< 0.1%
9	79	< 0.1%
Other values (29)	222	0.1%
(Missing)	29435	10.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	170163	60.8%
2	51382	18.4%
3	18525	6.6%
4	6579	2.4%
5	2106	0.8%
6	701	0.3%
7	246	0.1%
8	124	< 0.1%
9	79	< 0.1%
10	150	0.1%

Value	Count	Frequency (%)
50	22	< 0.1%
48	1	< 0.1%
46	2	< 0.1%
42	1	< 0.1%
41	1	< 0.1%
40	10	< 0.1%
39	2	< 0.1%
38	2	< 0.1%
35	2	< 0.1%
34	1	< 0.1%

amenities
Text

Distinct	245003
Distinct (%)	87.6%
Missing	0
Missing (%)	0.0%
Memory size	95.3 MiB

Length

Max length	3154
Median length	1007
Mean length	300.21535
Min length	2

Characters and Unicode

Total characters	83973836
Distinct characters	83
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	230168 ?
Unique (%)	82.3%

Sample

1st row	["Heating", "Kitchen", "Washer", "Wifi", "Long term stays allowed"]
2nd row	["Shampoo", "Heating", "Kitchen", "Essentials", "Washer", "Dryer", "Wifi", "Long term stays allowed"]
3rd row	["Heating", "TV", "Kitchen", "Washer", "Wifi", "Long term stays allowed"]
4th row	["Heating", "TV", "Kitchen", "Wifi", "Long term stays allowed"]
5th row	["Heating", "TV", "Kitchen", "Essentials", "Hair dryer", "Washer", "Dryer", "Bathtub", "Wifi", "Elevator", "Long term stays allowed", "Cable TV"]

Value	Count	Frequency (%)
allowed	297730	3.0%
dryer	283186	2.9%
tv	276363	2.8%
wifi	272203	2.8%
essentials	259724	2.6%
kitchen	242517	2.5%
term	241054	2.5%
long	241054	2.5%
stays	241054	2.5%
alarm	234957	2.4%
Other values (2177)	7212935	73.6%

Most occurring characters

Value	Count	Frequency (%)
"	10941840	13.0%
	9523264	11.3%
e	6499632	7.7%
,	5192388	6.2%
r	5072288	6.0%
a	5038520	6.0%
i	4496984	5.4%
o	4221380	5.0%
s	3595904	4.3%
n	3588586	4.3%
Other values (73)	25803050	30.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	51651420	61.5%
Other Punctuation	16189128	19.3%
Space Separator	9523264	11.3%
Uppercase Letter	5868571	7.0%
Open Punctuation	279739	0.3%
Close Punctuation	279739	0.3%
Decimal Number	156820	0.2%
Dash Punctuation	25050	< 0.1%
Currency Symbol	77	< 0.1%
Math Symbol	28	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6499632	12.6%
r	5072288	9.8%
a	5038520	9.8%
i	4496984	8.7%
o	4221380	8.2%
s	3595904	7.0%
n	3588586	6.9%
t	3320669	6.4%
l	2026165	3.9%
d	1890745	3.7%
Other values (16)	11900547	23.0%

Uppercase Letter

Value	Count	Frequency (%)
H	833002	14.2%
S	477721	8.1%
W	463158	7.9%
D	451900	7.7%
E	437657	7.5%
C	407259	6.9%
L	375569	6.4%
F	323967	5.5%
T	282961	4.8%
V	279798	4.8%
Other values (16)	1535579	26.2%

Other Punctuation

Value	Count	Frequency (%)
"	10941840	67.6%
,	5192388	32.1%
\	39250	0.2%
/	12812	0.1%
:	2449	< 0.1%
'	135	< 0.1%
&	126	< 0.1%
.	114	< 0.1%
%	7	< 0.1%
;	3	< 0.1%
Other values (3)	4	< 0.1%

Decimal Number

Value	Count	Frequency (%)
0	44343	28.3%
1	37113	23.7%
2	36862	23.5%
9	30315	19.3%
3	6131	3.9%
5	809	0.5%
4	775	0.5%
6	191	0.1%
7	160	0.1%
8	121	0.1%

Open Punctuation

Value	Count	Frequency (%)
[	279712	> 99.9%
(	27	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
]	279712	> 99.9%
)	27	< 0.1%

Space Separator

Value	Count	Frequency (%)
	9523264	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	25050	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	77	100.0%

Math Symbol

Value	Count	Frequency (%)
+	28	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	57519991	68.5%
Common	26453845	31.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6499632	11.3%
r	5072288	8.8%
a	5038520	8.8%
i	4496984	7.8%
o	4221380	7.3%
s	3595904	6.3%
n	3588586	6.2%
t	3320669	5.8%
l	2026165	3.5%
d	1890745	3.3%
Other values (42)	17769118	30.9%

Common

Value	Count	Frequency (%)
"	10941840	41.4%
	9523264	36.0%
,	5192388	19.6%
[	279712	1.1%
]	279712	1.1%
0	44343	0.2%
\	39250	0.1%
1	37113	0.1%
2	36862	0.1%
9	30315	0.1%
Other values (21)	49046	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	83973836	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
"	10941840	13.0%
	9523264	11.3%
e	6499632	7.7%
,	5192388	6.2%
r	5072288	6.0%
a	5038520	6.0%
i	4496984	5.4%
o	4221380	5.0%
s	3595904	4.3%
n	3588586	4.3%
Other values (73)	25803050	30.7%

price
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	5194
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	608.79274

Minimum	0
Maximum	625216
Zeros	113
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	0
5-th percentile	40
Q1	75
median	150
Q3	474
95-th percentile	2000
Maximum	625216
Range	625216
Interquartile range (IQR)	399

Descriptive statistics

Standard deviation	3441.8266
Coefficient of variation (CV)	5.6535277
Kurtosis	7173.3277
Mean	608.79274
Median Absolute Deviation (MAD)	99
Skewness	61.616178
Sum	1.7028663 × 10⁸
Variance	11846170
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	6882	2.5%
50	6438	2.3%
70	6207	2.2%
60	6172	2.2%
80	6148	2.2%
150	5351	1.9%
90	4828	1.7%
120	4300	1.5%
200	4164	1.5%
75	4130	1.5%
Other values (5184)	225092	80.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	113	< 0.1%
1	1	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
8	7	< 0.1%
9	13	< 0.1%
10	37	< 0.1%
11	13	< 0.1%
12	46	< 0.1%
13	33	< 0.1%

Value	Count	Frequency (%)
625216	1	< 0.1%
499000	1	< 0.1%
350000	1	< 0.1%
300177	1	< 0.1%
300000	2	< 0.1%
231047	1	< 0.1%
206499	1	< 0.1%
180124	1	< 0.1%
180000	3	< 0.1%
179532	3	< 0.1%

minimum_nights
Real number (ℝ)

SKEWED

Distinct	202
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.0509667

Minimum	1
Maximum	9999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	5
95-th percentile	30
Maximum	9999
Range	9998
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	31.518946
Coefficient of variation (CV)	3.9149269
Kurtosis	36317.537
Mean	8.0509667
Median Absolute Deviation (MAD)	1
Skewness	123.17087
Sum	2251952
Variance	993.44399
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	92839	33.2%
2	60877	21.8%
3	37869	13.5%
30	28881	10.3%
5	13770	4.9%
4	12856	4.6%
7	11356	4.1%
6	3471	1.2%
10	2810	1.0%
14	2330	0.8%
Other values (192)	12653	4.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	92839	33.2%
2	60877	21.8%
3	37869	13.5%
4	12856	4.6%
5	13770	4.9%
6	3471	1.2%
7	11356	4.1%
8	504	0.2%
9	211	0.1%
10	2810	1.0%

Value	Count	Frequency (%)
9999	1	< 0.1%
1250	1	< 0.1%
1125	3	< 0.1%
1124	3	< 0.1%
1123	1	< 0.1%
1112	1	< 0.1%
1100	1	< 0.1%
1001	1	< 0.1%
1000	31	< 0.1%
999	3	< 0.1%

maximum_nights
Real number (ℝ)

SKEWED

Distinct	508
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27558.597

Minimum	1
Maximum	2.1474836 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	1
5-th percentile	10
Q1	45
median	1125
Q3	1125
95-th percentile	1125
Maximum	2.1474836 × 10⁹
Range	2.1474836 × 10⁹
Interquartile range (IQR)	1080

Descriptive statistics

Standard deviation	7282875.2
Coefficient of variation (CV)	264.26872
Kurtosis	82346.384
Mean	27558.597
Median Absolute Deviation (MAD)	0
Skewness	284.22065
Sum	7.7084702 × 10⁹
Variance	5.3040271 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1125	157596	56.3%
30	20449	7.3%
365	15659	5.6%
90	8165	2.9%
60	6368	2.3%
7	5244	1.9%
15	5154	1.8%
28	4344	1.6%
14	4016	1.4%
10	4000	1.4%
Other values (498)	48717	17.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	501	0.2%
2	747	0.3%
3	1286	0.5%
4	1067	0.4%
5	1928	0.7%
6	1330	0.5%
7	5244	1.9%
8	1090	0.4%
9	487	0.2%
10	4000	1.4%

Value	Count	Frequency (%)
2147483647	3	< 0.1%
999999999	1	< 0.1%
20000000	2	< 0.1%
10000000	3	< 0.1%
999999	1	< 0.1%
471000	1	< 0.1%
200000	1	< 0.1%
100000	1	< 0.1%
99999	3	< 0.1%
85554	1	< 0.1%

review_scores_rating
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	63
Distinct (%)	< 0.1%
Missing	91405
Missing (%)	32.7%
Infinite	0
Infinite (%)	0.0%
Mean	93.405195

Minimum	20
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	20
5-th percentile	80
Q1	91
median	96
Q3	100
95-th percentile	100
Maximum	100
Range	80
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	10.070437
Coefficient of variation (CV)	0.10781453
Kurtosis	19.998758
Mean	93.405195
Median Absolute Deviation (MAD)	4
Skewness	-3.7584498
Sum	17588852
Variance	101.41371
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	57458	20.5%
98	13616	4.9%
97	12425	4.4%
96	12261	4.4%
93	10995	3.9%
95	10950	3.9%
90	9510	3.4%
80	8922	3.2%
99	8555	3.1%
94	7739	2.8%
Other values (53)	35876	12.8%
(Missing)	91405	32.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	1137	0.4%
27	1	< 0.1%
30	25	< 0.1%
31	1	< 0.1%
33	6	< 0.1%
35	3	< 0.1%
36	1	< 0.1%
40	682	0.2%
43	2	< 0.1%
44	1	< 0.1%

Value	Count	Frequency (%)
100	57458	20.5%
99	8555	3.1%
98	13616	4.9%
97	12425	4.4%
96	12261	4.4%
95	10950	3.9%
94	7739	2.8%
93	10995	3.9%
92	5626	2.0%
91	4772	1.7%

review_scores_accuracy
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	9
Distinct (%)	< 0.1%
Missing	91713
Missing (%)	32.8%
Infinite	0
Infinite (%)	0.0%
Mean	9.5654764

Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	2
5-th percentile	8
Q1	9
median	10
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.99087789
Coefficient of variation (CV)	0.10358897
Kurtosis	24.054205
Mean	9.5654764
Median Absolute Deviation (MAD)	0
Skewness	-4.2133097
Sum	1798300
Variance	0.981839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
10	136390	48.8%
9	37176	13.3%
8	8712	3.1%
6	1974	0.7%
7	1795	0.6%
2	1152	0.4%
4	527	0.2%
5	240	0.1%
3	33	< 0.1%
(Missing)	91713	32.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1152	0.4%
3	33	< 0.1%
4	527	0.2%
5	240	0.1%
6	1974	0.7%
7	1795	0.6%
8	8712	3.1%
9	37176	13.3%
10	136390	48.8%

Value	Count	Frequency (%)
10	136390	48.8%
9	37176	13.3%
8	8712	3.1%
7	1795	0.6%
6	1974	0.7%
5	240	0.1%
4	527	0.2%
3	33	< 0.1%
2	1152	0.4%

review_scores_cleanliness
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	9
Distinct (%)	< 0.1%
Missing	91665
Missing (%)	32.8%
Infinite	0
Infinite (%)	0.0%
Mean	9.3128686

Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	2
5-th percentile	7
Q1	9
median	10
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.1460716
Coefficient of variation (CV)	0.12306322
Kurtosis	13.024349
Mean	9.3128686
Median Absolute Deviation (MAD)	0
Skewness	-3.0278585
Sum	1751257
Variance	1.3134802
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
10	109029	39.0%
9	52107	18.6%
8	17148	6.1%
7	3810	1.4%
6	3209	1.1%
2	1271	0.5%
4	853	0.3%
5	541	0.2%
3	79	< 0.1%
(Missing)	91665	32.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1271	0.5%
3	79	< 0.1%
4	853	0.3%
5	541	0.2%
6	3209	1.1%
7	3810	1.4%
8	17148	6.1%
9	52107	18.6%
10	109029	39.0%

Value	Count	Frequency (%)
10	109029	39.0%
9	52107	18.6%
8	17148	6.1%
7	3810	1.4%
6	3209	1.1%
5	541	0.2%
4	853	0.3%
3	79	< 0.1%
2	1271	0.5%

review_scores_checkin
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	9
Distinct (%)	< 0.1%
Missing	91771
Missing (%)	32.8%
Infinite	0
Infinite (%)	0.0%
Mean	9.701534

Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	2
5-th percentile	8
Q1	10
median	10
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.86743384
Coefficient of variation (CV)	0.089412029
Kurtosis	36.579086
Mean	9.701534
Median Absolute Deviation (MAD)	0
Skewness	-5.2621276
Sum	1823316
Variance	0.75244146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
10	152997	54.7%
9	25292	9.0%
8	5685	2.0%
6	1381	0.5%
7	1135	0.4%
2	963	0.3%
4	327	0.1%
5	145	0.1%
3	16	< 0.1%
(Missing)	91771	32.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	963	0.3%
3	16	< 0.1%
4	327	0.1%
5	145	0.1%
6	1381	0.5%
7	1135	0.4%
8	5685	2.0%
9	25292	9.0%
10	152997	54.7%

Value	Count	Frequency (%)
10	152997	54.7%
9	25292	9.0%
8	5685	2.0%
7	1135	0.4%
6	1381	0.5%
5	145	0.1%
4	327	0.1%
3	16	< 0.1%
2	963	0.3%

review_scores_communication
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	9
Distinct (%)	< 0.1%
Missing	91687
Missing (%)	32.8%
Infinite	0
Infinite (%)	0.0%
Mean	9.6985933

Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	2
5-th percentile	8
Q1	10
median	10
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.88688374
Coefficient of variation (CV)	0.091444575
Kurtosis	35.555497
Mean	9.6985933
Median Absolute Deviation (MAD)	0
Skewness	-5.2302565
Sum	1823578
Variance	0.78656277
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
10	153549	54.9%
9	24572	8.8%
8	5668	2.0%
6	1434	0.5%
7	1229	0.4%
2	1020	0.4%
4	372	0.1%
5	159	0.1%
3	22	< 0.1%
(Missing)	91687	32.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1020	0.4%
3	22	< 0.1%
4	372	0.1%
5	159	0.1%
6	1434	0.5%
7	1229	0.4%
8	5668	2.0%
9	24572	8.8%
10	153549	54.9%

Value	Count	Frequency (%)
10	153549	54.9%
9	24572	8.8%
8	5668	2.0%
7	1229	0.4%
6	1434	0.5%
5	159	0.1%
4	372	0.1%
3	22	< 0.1%
2	1020	0.4%

review_scores_location
Real number (ℝ)

MISSING

Distinct	9
Distinct (%)	< 0.1%
Missing	91775
Missing (%)	32.8%
Infinite	0
Infinite (%)	0.0%
Mean	9.6339944

Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	2
5-th percentile	8
Q1	9
median	10
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8332338
Coefficient of variation (CV)	0.086488923
Kurtosis	28.388746
Mean	9.6339944
Median Absolute Deviation (MAD)	0
Skewness	-4.3179909
Sum	1810584
Variance	0.69427857
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
10	140495	50.2%
9	35350	12.6%
8	8465	3.0%
6	1480	0.5%
7	1151	0.4%
2	635	0.2%
4	234	0.1%
5	120	< 0.1%
3	7	< 0.1%
(Missing)	91775	32.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	635	0.2%
3	7	< 0.1%
4	234	0.1%
5	120	< 0.1%
6	1480	0.5%
7	1151	0.4%
8	8465	3.0%
9	35350	12.6%
10	140495	50.2%

Value	Count	Frequency (%)
10	140495	50.2%
9	35350	12.6%
8	8465	3.0%
7	1151	0.4%
6	1480	0.5%
5	120	< 0.1%
4	234	0.1%
3	7	< 0.1%
2	635	0.2%

review_scores_value
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	9
Distinct (%)	< 0.1%
Missing	91785
Missing (%)	32.8%
Infinite	0
Infinite (%)	0.0%
Mean	9.3353643

Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	2
5-th percentile	8
Q1	9
median	10
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0426247
Coefficient of variation (CV)	0.11168548
Kurtosis	16.304493
Mean	9.3353643
Median Absolute Deviation (MAD)	0
Skewness	-3.2538417
Sum	1754367
Variance	1.0870662
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
10	102530	36.7%
9	63670	22.8%
8	14588	5.2%
6	2602	0.9%
7	2497	0.9%
2	1095	0.4%
4	605	0.2%
5	306	0.1%
3	34	< 0.1%
(Missing)	91785	32.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1095	0.4%
3	34	< 0.1%
4	605	0.2%
5	306	0.1%
6	2602	0.9%
7	2497	0.9%
8	14588	5.2%
9	63670	22.8%
10	102530	36.7%

Value	Count	Frequency (%)
10	102530	36.7%
9	63670	22.8%
8	14588	5.2%
7	2497	0.9%
6	2602	0.9%
5	306	0.1%
4	605	0.2%
3	34	< 0.1%
2	1095	0.4%

instant_bookable
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	273.3 KiB

False	164105
True	115607

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	164105	58.7%
True	115607	41.3%

Auto

Heatmap
Table

	listing_id	host_id	host_response_rate	host_acceptance_rate	host_total_listings_count	latitude	longitude	accommodates	bedrooms	price	minimum_nights	maximum_nights	review_scores_rating	review_scores_accuracy	review_scores_cleanliness	review_scores_checkin	review_scores_communication	review_scores_location	review_scores_value	host_response_time	host_is_superhost	host_has_profile_pic	host_identity_verified	district	city	room_type	instant_bookable
listing_id	1.000	0.554	-0.047	0.060	-0.027	-0.049	0.015	-0.018	-0.004	0.085	-0.156	0.010	0.123	0.014	0.035	-0.024	-0.022	0.079	0.054	0.080	0.078	0.022	0.086	0.070	0.103	0.087	0.255
host_id	0.554	1.000	-0.057	0.148	-0.101	-0.073	0.062	-0.038	-0.027	0.094	-0.222	0.009	0.003	-0.043	-0.001	-0.060	-0.065	-0.004	0.000	0.079	0.077	0.034	0.159	0.114	0.100	0.101	0.235
host_response_rate	-0.047	-0.057	1.000	0.234	-0.037	-0.048	0.011	-0.005	-0.008	0.021	0.034	-0.044	0.117	0.135	0.132	0.131	0.171	0.060	0.125	0.632	0.231	0.038	0.178	0.041	0.046	0.059	0.072
host_acceptance_rate	0.060	0.148	0.234	1.000	-0.035	0.059	0.029	-0.005	-0.065	0.011	-0.153	-0.002	-0.009	0.015	0.045	0.007	0.015	-0.009	0.026	0.259	0.184	0.018	0.123	0.075	0.087	0.056	0.414
host_total_listings_count	-0.027	-0.101	-0.037	-0.035	1.000	-0.101	0.080	0.072	0.017	0.170	-0.105	0.121	-0.141	-0.127	-0.044	-0.099	-0.124	-0.054	-0.121	0.039	0.031	0.001	0.043	0.064	0.057	0.022	0.055
latitude	-0.049	-0.073	-0.048	0.059	-0.101	1.000	-0.285	-0.043	-0.140	-0.496	-0.008	-0.009	-0.098	-0.029	-0.086	-0.054	-0.032	-0.046	-0.074	0.051	0.091	0.010	0.092	0.199	0.895	0.096	0.118
longitude	0.015	0.062	0.011	0.029	0.080	-0.285	1.000	0.015	0.045	0.095	-0.187	0.009	-0.034	-0.059	-0.024	-0.047	-0.034	-0.082	-0.025	0.074	0.118	0.014	0.142	1.000	1.000	0.166	0.175
accommodates	-0.018	-0.038	-0.005	-0.005	0.072	-0.043	0.015	1.000	0.707	0.342	0.028	0.029	-0.012	-0.008	0.005	0.006	-0.002	0.021	-0.044	0.033	0.055	0.011	0.085	0.049	0.096	0.301	0.031
bedrooms	-0.004	-0.027	-0.008	-0.065	0.017	-0.140	0.045	0.707	1.000	0.366	0.103	0.000	0.034	0.006	0.019	0.025	0.015	0.036	-0.017	0.017	0.007	0.000	0.014	0.010	0.023	0.019	0.016
price	0.085	0.094	0.021	0.011	0.170	-0.496	0.095	0.342	0.366	1.000	-0.091	0.083	0.111	0.040	0.127	0.031	0.019	0.097	0.042	0.007	0.002	0.005	0.007	1.000	0.013	0.008	0.002
minimum_nights	-0.156	-0.222	0.034	-0.153	-0.105	-0.008	-0.187	0.028	0.103	-0.091	1.000	-0.045	0.076	0.068	-0.011	0.065	0.072	0.025	0.034	0.000	0.000	0.000	0.001	0.000	0.000	0.000	0.000
maximum_nights	0.010	0.009	-0.044	-0.002	0.121	-0.009	0.009	0.029	0.000	0.083	-0.045	1.000	-0.060	-0.061	-0.044	-0.066	-0.066	-0.019	-0.059	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.000
review_scores_rating	0.123	0.003	0.117	-0.009	-0.141	-0.098	-0.034	-0.012	0.034	0.111	0.076	-0.060	1.000	0.585	0.592	0.440	0.472	0.330	0.606	0.059	0.270	0.017	0.071	0.042	0.050	0.047	0.076
review_scores_accuracy	0.014	-0.043	0.135	0.015	-0.127	-0.029	-0.059	-0.008	0.006	0.040	0.068	-0.061	0.585	1.000	0.512	0.488	0.512	0.331	0.542	0.054	0.224	0.016	0.066	0.046	0.048	0.053	0.076
review_scores_cleanliness	0.035	-0.001	0.132	0.045	-0.044	-0.086	-0.024	0.005	0.019	0.127	-0.011	-0.044	0.592	0.512	1.000	0.376	0.383	0.248	0.502	0.062	0.249	0.013	0.072	0.037	0.065	0.038	0.035
review_scores_checkin	-0.024	-0.060	0.131	0.007	-0.099	-0.054	-0.047	0.006	0.025	0.031	0.065	-0.066	0.440	0.488	0.376	1.000	0.580	0.297	0.404	0.054	0.180	0.014	0.054	0.044	0.049	0.037	0.068
review_scores_communication	-0.022	-0.065	0.171	0.015	-0.124	-0.032	-0.034	-0.002	0.015	0.019	0.072	-0.066	0.472	0.512	0.383	0.580	1.000	0.299	0.435	0.059	0.188	0.014	0.056	0.037	0.040	0.049	0.084
review_scores_location	0.079	-0.004	0.060	-0.009	-0.054	-0.046	-0.082	0.021	0.036	0.097	0.025	-0.019	0.330	0.331	0.248	0.297	0.299	1.000	0.327	0.052	0.127	0.010	0.064	0.080	0.078	0.050	0.037
review_scores_value	0.054	0.000	0.125	0.026	-0.121	-0.074	-0.025	-0.044	-0.017	0.042	0.034	-0.059	0.606	0.542	0.502	0.404	0.435	0.327	1.000	0.053	0.212	0.010	0.076	0.052	0.059	0.058	0.057
host_response_time	0.080	0.079	0.632	0.259	0.039	0.051	0.074	0.033	0.017	0.007	0.000	0.004	0.059	0.054	0.062	0.054	0.059	0.052	0.053	1.000	0.234	0.036	0.183	0.071	0.078	0.053	0.213
host_is_superhost	0.078	0.077	0.231	0.184	0.031	0.091	0.118	0.055	0.007	0.002	0.000	0.000	0.270	0.224	0.249	0.180	0.188	0.127	0.212	0.234	1.000	0.019	0.138	0.088	0.156	0.060	0.036
host_has_profile_pic	0.022	0.034	0.038	0.018	0.001	0.010	0.014	0.011	0.000	0.005	0.000	0.000	0.017	0.016	0.013	0.014	0.014	0.010	0.010	0.036	0.019	1.000	0.048	0.004	0.014	0.008	0.003
host_identity_verified	0.086	0.159	0.178	0.123	0.043	0.092	0.142	0.085	0.014	0.007	0.001	0.000	0.071	0.066	0.072	0.054	0.056	0.064	0.076	0.183	0.138	0.048	1.000	0.064	0.153	0.121	0.006
district	0.070	0.114	0.041	0.075	0.064	0.199	1.000	0.049	0.010	1.000	0.000	0.000	0.042	0.046	0.037	0.044	0.037	0.080	0.052	0.071	0.088	0.004	0.064	1.000	1.000	0.116	0.063
city	0.103	0.100	0.046	0.087	0.057	0.895	1.000	0.096	0.023	0.013	0.000	0.000	0.050	0.048	0.065	0.049	0.040	0.078	0.059	0.078	0.156	0.014	0.153	1.000	1.000	0.184	0.224
room_type	0.087	0.101	0.059	0.056	0.022	0.096	0.166	0.301	0.019	0.008	0.000	0.000	0.047	0.053	0.038	0.037	0.049	0.050	0.058	0.053	0.060	0.008	0.121	0.116	0.184	1.000	0.147
instant_bookable	0.255	0.235	0.072	0.414	0.055	0.118	0.175	0.031	0.016	0.002	0.000	0.000	0.076	0.076	0.035	0.068	0.084	0.037	0.057	0.213	0.036	0.003	0.006	0.063	0.224	0.147	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	listing_id	name	host_id	host_since	host_location	host_response_time	host_response_rate	host_acceptance_rate	host_is_superhost	host_total_listings_count	host_has_profile_pic	host_identity_verified	neighbourhood	district	city	latitude	longitude	property_type	room_type	accommodates	bedrooms	amenities	price	minimum_nights	maximum_nights	review_scores_rating	review_scores_accuracy	review_scores_cleanliness	review_scores_checkin	review_scores_communication	review_scores_location	review_scores_value	instant_bookable
0	281420	Beautiful Flat in le Village Montmartre, Paris	1466919	2011-12-03	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	f	Buttes-Montmartre	NaN	Paris	48.88668	2.33343	Entire apartment	Entire place	2	1.0	["Heating", "Kitchen", "Washer", "Wifi", "Long term stays allowed"]	53	2	1125	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
1	3705183	39 m² Paris (Sacre Cœur)	10328771	2013-11-29	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Buttes-Montmartre	NaN	Paris	48.88617	2.34515	Entire apartment	Entire place	2	1.0	["Shampoo", "Heating", "Kitchen", "Essentials", "Washer", "Dryer", "Wifi", "Long term stays allowed"]	120	2	1125	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
2	4082273	Lovely apartment with Terrace, 60m2	19252768	2014-07-31	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	f	Elysee	NaN	Paris	48.88112	2.31712	Entire apartment	Entire place	2	1.0	["Heating", "TV", "Kitchen", "Washer", "Wifi", "Long term stays allowed"]	89	2	1125	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
3	4797344	Cosy studio (close to Eiffel tower)	10668311	2013-12-17	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Vaugirard	NaN	Paris	48.84571	2.30584	Entire apartment	Entire place	2	1.0	["Heating", "TV", "Kitchen", "Wifi", "Long term stays allowed"]	58	2	1125	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
4	4823489	Close to Eiffel Tower - Beautiful flat : 2 rooms	24837558	2014-12-14	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	f	Passy	NaN	Paris	48.85500	2.26979	Entire apartment	Entire place	2	1.0	["Heating", "TV", "Kitchen", "Essentials", "Hair dryer", "Washer", "Dryer", "Bathtub", "Wifi", "Elevator", "Long term stays allowed", "Cable TV"]	60	2	1125	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
5	4898654	NEW - Charming apartment Le Marais	505535	2011-04-13	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Temple	NaN	Paris	48.86428	2.35370	Entire apartment	Entire place	2	1.0	["Heating", "TV", "Kitchen", "Essentials", "Washer", "Smoke alarm", "Wifi", "Long term stays allowed", "Cable TV"]	95	2	1125	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
6	6021700	2P - Entre Bastille et Republique	8053690	2013-08-09	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Popincourt	NaN	Paris	48.86384	2.37101	Entire apartment	Entire place	2	1.0	["Shampoo", "TV", "Kitchen", "Washer", "Smoke alarm", "Wifi", "Fire extinguisher", "Long term stays allowed"]	80	2	1125	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
7	6945740	57sqm btw. Bastille & Père Lachaise	5924709	2013-04-14	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Popincourt	NaN	Paris	48.86043	2.37842	Entire apartment	Entire place	2	1.0	["Heating", "TV", "Kitchen", "Essentials", "Washer", "Dryer", "Smoke alarm", "Wifi", "Long term stays allowed"]	59	2	1125	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
8	7491966	Charming appartment near the Parc Buttes Chaumont	35812762	2015-06-14	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Buttes-Chaumont	NaN	Paris	48.87871	2.37489	Entire apartment	Entire place	2	1.0	["Paid parking off premises", "Shampoo", "Heating", "TV", "Iron", "Kitchen", "Hair dryer", "Essentials", "Washer", "Hot water", "Hangers", "Smoke alarm", "Wifi", "Long term stays allowed", "Dedicated workspace", "Host greets you", "Cable TV"]	80	2	1125	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
9	7849932	Bel appartement plein de charme !	20833291	2014-09-02	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Opera	NaN	Paris	48.87790	2.33122	Entire apartment	Entire place	2	1.0	["Heating", "TV", "Iron", "Kitchen", "Essentials", "Hair dryer", "Washer", "Hangers", "Wifi", "Elevator", "Long term stays allowed", "Dedicated workspace", "Cable TV"]	90	2	1125	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f

	listing_id	name	host_id	host_since	host_location	host_response_time	host_response_rate	host_acceptance_rate	host_is_superhost	host_total_listings_count	host_has_profile_pic	host_identity_verified	neighbourhood	district	city	latitude	longitude	property_type	room_type	accommodates	bedrooms	amenities	price	minimum_nights	maximum_nights	review_scores_rating	review_scores_accuracy	review_scores_cleanliness	review_scores_checkin	review_scores_communication	review_scores_location	review_scores_value	instant_bookable
279702	36694889	Appartement charme Haussmanien Alesia.	9681830	2013-10-28	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Observatoire	NaN	Paris	48.82754	2.32888	Entire apartment	Entire place	2	1.0	["Shampoo", "Heating", "Washer", "Hair dryer", "Indoor fireplace", "Smoke alarm", "Wifi", "Dedicated workspace", "Kitchen", "Essentials", "Private entrance", "Long term stays allowed", "TV", "Breakfast"]	30	1	31	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
279703	36944049	Nid douillet Montorgueil	16315892	2014-06-03	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Bourse	NaN	Paris	48.86648	2.34613	Entire apartment	Entire place	2	1.0	["Heating", "Washer", "Dryer", "Wifi", "Kitchen", "Dishes and silverware", "First aid kit", "Hot water", "Hangers", "Essentials", "Long term stays allowed", "TV"]	80	6	35	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
279704	37523165	Appartement Paris 20ème	272481974	2019-06-30	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Menilmontant	NaN	Paris	48.85981	2.40858	Entire apartment	Entire place	2	1.0	["TV", "Iron", "Hair dryer", "Hangers", "Smoke alarm", "Kitchen", "Coffee maker", "Free parking on premises", "Free street parking", "Host greets you", "Hot water", "Heating", "Essentials", "Dishes and silverware", "Washer", "Microwave", "Wifi"]	50	5	7	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
279705	38008602	Charmant appartement parisien sous les toits	20504086	2014-08-25	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Enclos-St-Laurent	NaN	Paris	48.86805	2.36236	Entire apartment	Entire place	2	1.0	["Iron", "Heating", "Hair dryer", "Extra pillows and blankets", "Dedicated workspace", "Wifi", "Kitchen", "Essentials", "Long term stays allowed", "Bed linens"]	120	2	365	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
279706	38111942	cocoon, cozy & surf spirit	7841363	2013-07-31	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Batignolles-Monceau	NaN	Paris	48.88117	2.29204	Entire apartment	Entire place	2	1.0	["Shampoo", "Heating", "TV", "Iron", "Kitchen", "Essentials", "Hair dryer", "Washer", "Carbon monoxide alarm", "Hangers", "Wifi", "Dishes and silverware"]	135	1	5	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
279707	38338635	Appartement T2 neuf près du tram T3a Porte Didot	31161181	2015-04-13	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Observatoire	NaN	Paris	48.82701	2.31419	Entire apartment	Entire place	2	1.0	["Iron", "Heating", "Washer", "Dedicated workspace", "Elevator", "Smoke alarm", "Wifi", "Kitchen", "Hot water", "Hangers", "Essentials", "TV"]	120	1	7	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
279708	38538692	Cozy Studio in Montmartre	10294858	2013-11-27	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Buttes-Montmartre	NaN	Paris	48.89309	2.33206	Entire apartment	Entire place	2	1.0	["Shampoo", "Iron", "Heating", "Washer", "Hair dryer", "Elevator", "Wifi", "Kitchen", "Hot water", "Hangers", "Essentials", "TV"]	60	7	15	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
279709	38683356	Nice and cosy mini-appartement in Paris	2238502	2012-04-27	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Buttes-Montmartre	NaN	Paris	48.88699	2.34920	Entire apartment	Entire place	2	1.0	["Paid parking off premises", "Shampoo", "First aid kit", "Heating", "Iron", "Kitchen", "Hair dryer", "Essentials", "Washer", "Breakfast", "Hot water", "Wifi", "Long term stays allowed", "Dedicated workspace", "Host greets you"]	50	6	30	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
279710	39659000	Charming apartment near Rue Saint Maur / Oberkampf	38633695	2015-07-16	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Popincourt	NaN	Paris	48.86687	2.38123	Entire apartment	Entire place	2	1.0	["TV", "Iron", "Kitchen", "Hangers", "Smoke alarm", "Cable TV", "Dedicated workspace", "Hot water", "Heating", "Shampoo", "Elevator", "Essentials", "Washer", "Carbon monoxide alarm", "Wifi"]	105	3	18	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f
279711	40219504	Cosy apartment with view on Canal St Martin	6955618	2013-06-17	Paris, Ile-de-France, France	NaN	NaN	NaN	f	1.0	t	t	Enclos-St-Laurent	NaN	Paris	48.87217	2.36320	Entire apartment	Entire place	2	1.0	["Shower gel", "Shampoo", "Iron", "Heating", "Washer", "Dedicated workspace", "Extra pillows and blankets", "Wifi", "Dishes and silverware", "Kitchen", "Refrigerator", "Cooking basics", "Hot water", "Essentials", "Bed linens", "Dishwasher", "Coffee maker"]	70	2	4	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Other Symbol

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Math Symbol

Other Number

Nonspacing Mark

Open Punctuation

Close Punctuation

Letter Number

Modifier Symbol

Currency Symbol

Dash Punctuation

Space Separator

Initial Punctuation

Format

Final Punctuation

Connector Punctuation

Modifier Letter

Private Use

Enclosing Mark

Control

Most occurring scripts

Most frequent character per script

Han

Common

Hangul

Latin

Thai

Katakana

Cyrillic

Arabic

Greek

Hebrew

Inherited

Hiragana

Devanagari

Unknown

Vai

Most occurring blocks

Most frequent character per block

ASCII

None

CJK

Misc Symbols

Punctuation

Thai

Arabic

Cyrillic

Dingbats

VS

Katakana

Currency Symbols

Box Drawing

Hangul

CJK Compat Forms

Geometric Shapes

Arrows

CJK Compat

Emoticons

Hiragana

Math Operators

Enclosed Alphanum Sup

Block Elements

Enclosed Alphanum

Hebrew

IPA Ext

Specials

CJK Ext A

Modifier Letters

Vai

Letterlike Symbols

Diacriticals